In [1]}, the normal gradient descent formula is replaced with a new formula in which a function of gradient value is used rather than the original gradient in the updating rule. The new gradient descent update equation is shown in Equation (REF ).
\(\theta _{t+1}=\theta _t+g_t(\nabla {f}(\theta _t),\phi )\) 
